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Generative-discriminative basis learning for medical imaging.
Batmanghelich NK, Taskar B, Davatzikos C. Batmanghelich NK, et al. IEEE Trans Med Imaging. 2012 Jan;31(1):51-69. doi: 10.1109/TMI.2011.2162961. Epub 2011 Jul 25. IEEE Trans Med Imaging. 2012. PMID: 21791408 Free PMC article.
A structural equation model for imaging genetics using spatial transcriptomics.
Huisman SMH, Mahfouz A, Batmanghelich NK, Lelieveldt BPF, Reinders MJT; Alzheimer’s Disease Neuroimaging Initiative. Huisman SMH, et al. Among authors: batmanghelich nk. Brain Inform. 2018 Nov 2;5(2):13. doi: 10.1186/s40708-018-0091-0. Brain Inform. 2018. PMID: 30390165 Free PMC article.
Probabilistic Modeling of Imaging, Genetics and Diagnosis.
Batmanghelich NK, Dalca A, Quon G, Sabuncu M, Golland P. Batmanghelich NK, et al. IEEE Trans Med Imaging. 2016 Jul;35(7):1765-79. doi: 10.1109/TMI.2016.2527784. Epub 2016 Feb 11. IEEE Trans Med Imaging. 2016. PMID: 26886973 Free PMC article.
Joint modeling of imaging and genetics.
Batmanghelich NK, Dalca AV, Sabuncu MR, Polina G; ADNI. Batmanghelich NK, et al. Inf Process Med Imaging. 2013;23:766-77. doi: 10.1007/978-3-642-38868-2_64. Inf Process Med Imaging. 2013. PMID: 24684016 Free PMC article.
Unsupervised Discovery of Emphysema Subtypes in a Large Clinical Cohort.
Binder P, Batmanghelich NK, Estepar RS, Golland P. Binder P, et al. Among authors: batmanghelich nk. Mach Learn Med Imaging. 2016 Oct;10019:180-187. doi: 10.1007/978-3-319-47157-0_22. Epub 2016 Oct 1. Mach Learn Med Imaging. 2016. PMID: 28232959 Free PMC article.
11 results